{"id":"W236195216","doi":"10.69645/lyxj4164","title":"Microbiota and oral disease","year":2011,"lang":"en","type":"article","venue":"˜The œbiomedical & life sciences collection.","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Disease; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007771845,0.0001209745,0.0001488424,0.0001504621,0.001270087,0.00009191794,0.0004916779,0.0001114154,0.003618199],"category_scores_gemma":[0.000178144,0.00007699997,0.00006250602,0.001104363,0.003590223,0.0001378721,0.0002290587,0.000258804,0.0005080686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002611219,"about_ca_system_score_gemma":0.0003400503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005953492,"about_ca_topic_score_gemma":0.0005633358,"domain_scores_codex":[0.9985108,0.0002202887,0.0002148845,0.0003962785,0.0002545686,0.0004031523],"domain_scores_gemma":[0.999202,0.000112268,0.0000489508,0.0001942908,0.0000523949,0.0003900625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005393003,0.0006291135,0.2339842,0.00006942158,0.0001280438,0.0002130197,0.001133181,8.632902e-7,0.01490823,0.001718976,0.7400883,0.006587353],"study_design_scores_gemma":[0.001218864,0.0005546515,0.6517255,0.00003976312,0.00005067098,0.0003809562,0.0005162705,0.0006316408,0.0003346317,0.002407304,0.341709,0.0004307309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832725,0.002127005,0.0006086561,0.002476015,0.002876348,0.0004453886,0.0001026716,0.0001236846,0.007967713],"genre_scores_gemma":[0.9863222,0.00007216237,0.0003785731,0.0007752354,0.0001624133,0.00002076033,0.000008684741,0.000007079213,0.0122529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4177414,"threshold_uncertainty_score":0.9991214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04453530191463562,"score_gpt":0.3070476048042869,"score_spread":0.2625123028896513,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}